PaulineWang183/daytrace
A local-first AI desktop planning assistant that turns goals into executable time.
⚡ Executive Summary & Quick Facts
Authoritative Sourcedaytrace is daytrace is an open-source project written in Python: A local-first AI desktop planning assistant that turns goals into executable time..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), PaulineWang183/daytrace has accumulated 95 GitHub stars and 0 forks. It is written in Python, licensed under MIT, and ranks #26,770 globally. It is actively maintained with the latest commit recorded on Aug 28, 2026.”
| Repository | PaulineWang183/daytrace ↗ |
|---|---|
| Primary Category | ai agent |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 95 stars · ⑂ 0 forks · #26,770 globally |
| Maintenance | ● Active (Last commit: Aug 28, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 78/100 · Grade BYes, daytrace is actively maintained. Continuous telemetry recorded the last code commit on Aug 28, 2026 (76 days ago). Supported by 95 stars and 0 community forks, this repository holds a calculated health index of 78/100, reflecting periodic maintenance (76 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#3,798
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
daytrace gained 0 stars in the last 30 days, about 1 a day, and now has 95. It is about 1 year old and has averaged roughly 95 stars a year. It ranks #3,798 among Python repositories and #26,770 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#568
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
daytrace has maintained a continuous presence across global trending indexes, peaking at #568. Below is the 30-day activity profile:
💡 Overview
daytrace is an open-source project written in Python: A local-first AI desktop planning assistant that turns goals into executable time.
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agent, app, scheduling. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install daytrace⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
daytrace coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with daytrace.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install daytrace using your package manager: `pip install daytrace`
Initialize your project workspace or configuration file for daytrace.
Import daytrace into your codebase or invoke it directly from your terminal.
Execute your test suite or run `daytrace --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
PaulineWang183/daytrace is currently ranked #26,770 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #26,742 | ProjectClash/Clash | Go | ★ 96 | Compare ↗ |
| #26,742 | some-scurvy-dog/banjo-tooie-scurvy-dog-port | C++ | ★ 96 | Compare ↗ |
| #26,742 | abduzeedo/mapc-engine | Swift | ★ 96 | Compare ↗ |
| #26,742 | w0ldan/exoproc | TypeScript | ★ 96 | Compare ↗ |
| #26,742 | gmpetrov/agent-screenplay | TypeScript | ★ 96 | Compare ↗ |
| #26,770 | PaulineWang183/daytrace This Project | Python | ★ 95 | |
| #26,770 | ryanfelton/textile-editor-helper | Ruby | ★ 95 | Compare ↗ |
| #26,770 | kovyrin/loops | Ruby | ★ 95 | Compare ↗ |
| #26,770 | technoweenie/cronwtf | JavaScript | ★ 95 | Compare ↗ |
| #26,770 | DjangoAdminHackers/django-linkcheck | Python | ★ 95 | Compare ↗ |
| #26,770 | glow/glow1 | JavaScript | ★ 95 | Compare ↗ |
Frequently Asked Questions
What does daytrace do? +
A local-first AI desktop planning assistant that turns goals into executable time.
Is daytrace actively maintained in 2026? +
Yes, daytrace is actively maintained. The latest code push was recorded on Aug 28, 2026 (76 days ago). It holds a calculated Maintenance Health Score of 78/100 (B rating) with 95 stars and 0 open issues.
What language is daytrace written in? +
The primary language is Python. Topics include: ai-agent, app, scheduling, time-management.
How many stars does daytrace have? +
daytrace has 95 stars and 0 forks on GitHub.
How does daytrace rank among GitHub repositories? +
With 95 stars, PaulineWang183/daytrace is ranked #26,770 globally across all repositories tracked on GitHubRepo and #3,798 among Python projects.
What license is daytrace distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
